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Automated reporting for marketing and communication agencies

Reporting is an agency’s most time-consuming, least-billed deliverable: hours of project managers compiling Meta, Google Ads, GA4 and organic into slides. The agent assembles every account, every month — and watches your own numbers too.

In your day-to-day

A typical scenario

An agency reporting on 45 accounts every month: three hours of compilation per account, project managers mobilised from the 2nd to the 12th, and clients served in order of accumulated lateness.

  1. 01

    On the 1st at 8 AM, all 45 reports are assembled in the agency’s template, numbers crossed between ad platforms, GA4 and organic — project managers annotate instead of compiling.

  2. 02

    When a flight ends, the campaign wrap-up generates the day after the last impression, while the client still wants it hot.

  3. 03

    An account misses its targets two months running: flagged to management to prepare the quarterly review — before the client calls.

What changes

Reporting stops being the agency’s monthly tax. Project-manager time flows back into analysis — the only part clients actually read.

Order of magnitude

Working assumptions

  • 45 accounts to report on each month
  • 3 hours of manual compilation per account, versus about 30 minutes of annotation on an assembled report

In the order of 110 hours per month handed back to the teams (45 × 2.5h) — more than a full half-time position, every month, with no change in perceived quality.

Indicative estimate built on average sector assumptions — it gets recalibrated on your actual volumes during scoping.

What eats your days

How it works

  1. 1

    Connected to your sources

    Accounting, CRM, bank, e-commerce, spreadsheets: the agent reads your existing tools, read-only. Your numbers stay with you.

  2. 2

    Automatic perspective

    A number alone says nothing. The agent compares to yesterday, to the same period last year, to your target — and qualifies the gap: normal, watch, act.

  3. 3

    Brief where you actually read

    Email, WhatsApp, Slack: the brief lands every morning where you really read. Three lines when all is well, a deep-dive when something drifts.

Typical results

2 min

to read the morning brief, full picture included

1 d → 0

human time per reporting cycle

D-30 → D-1

drift detection: as it happens, not at close

Orders of magnitude observed in production; your diagnostic sets your own baseline and targets.

Frequently asked questions

Does the report keep our formatting and our added value?+

The agent assembles numbers and charts in your template; your consultants keep the analysis and recommendations. The client receives the same document as before — produced in minutes instead of hours.

Can it measure real profitability per account?+

Yes, provided your time is logged somewhere — staffing tool, project management, even imperfectly. It crosses time with fees and flags the accounts eroding the margin — often a discovery.

Is this the problem eating your team’s time?

Tell us how you work today — 30-minute call, then a free written diagnostic of what this agent would change for you, with numbers.

Get my free diagnostic

Free resource

Get the self-assessment grid for your sector

Sales, admin, support, operations: the 20 tasks AI agents already handle in SMEs — with, for each one, the tell-tale sign that your team is concerned.